{"id":"W4200370229","doi":"10.1177/0192513x211064864","title":"Academia and Motherhood: A Narrative Inquiry of Ontario Academic Mothers’ Experiences in University Graduate Programs","year":2021,"lang":"en","type":"article","venue":"Journal of Family Issues","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Nexus (standard); Narrative; Diversity (politics); Inclusion (mineral); Life course approach; Equity (law); Gender equity; Qualitative research; Sociology; Gender studies; Pedagogy; Psychology; Medical education; Political science; Social psychology; Social science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000624212,0.0001235447,0.0003440834,0.0001421568,0.00003565866,0.000008771856,0.0002101454,0.000273206,0.0001082719],"category_scores_gemma":[0.00004227931,0.0001089533,0.00005207552,0.0002200184,0.000137151,0.0001597244,0.00005074629,0.001078091,0.00000262541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901752,"about_ca_system_score_gemma":0.0002658949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243747,"about_ca_topic_score_gemma":0.0001602174,"domain_scores_codex":[0.9986818,0.0001724354,0.0004600789,0.0001775015,0.0002854165,0.0002226989],"domain_scores_gemma":[0.9992777,0.00005892011,0.0003783571,0.00008464692,0.00009823335,0.0001021303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001242329,0.00008072047,0.07585538,0.00001280413,0.0001003521,0.0001440605,0.9097582,0.000002928691,0.001544917,0.0001490205,0.001490205,0.0107372],"study_design_scores_gemma":[0.001124789,0.0002142169,0.1790015,0.0004258845,0.00002176264,0.00006070047,0.7811202,0.000001498161,0.001407304,0.000289621,0.03618174,0.0001508467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940711,0.003333331,0.00001883207,0.0005063068,0.0009309904,0.00007046603,4.115527e-7,0.000006473605,0.001062146],"genre_scores_gemma":[0.9926349,0.0007049675,0.001053325,0.0001027255,0.0001244722,0.000001869319,5.701398e-7,0.000008534178,0.005368662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.128638,"threshold_uncertainty_score":0.4683827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357096509333727,"score_gpt":0.367664733033389,"score_spread":0.2319550821000163,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}